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consistent caps III
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modules/tutorials/pages/jupyterhub.adoc

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@@ -86,7 +86,7 @@ options:
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NOTE: The node port IP found in the ConfigMap `keycloak-address` can be used for opening the JupyterHub UI.
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On Kind this can be any node - not necessarily the one where the proxy Pod is running.
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This is due to the way in which Docker networking is used within the cluster.
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On other clusters it might be necessary to use the exact Node on which the proxy is running.
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On other clusters it might be necessary to use the exact node on which the proxy is running.
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=== Discovery
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The demo uses a self-signed certificate that needs to be accepted by JupyterHub.
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This involves:
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* mounting a secret created with the same secret class as used for the self-signed certificate used by Keycloak
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* make this secret available to JupyterHub
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* mounting a Secret created with the same SecretClass as used for the self-signed certificate used by Keycloak
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* make this Secret available to JupyterHub
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* it may also be necessary to point Python at this specific certificate
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This can be seen below:
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----
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<1> Specify which certificate(s) should be used internally (in the code above this is using the default certificate, but is included for the sake of completion)
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<2> Create the certificate with the same secret class (`tls`) as Keycloak
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<2> Create the certificate with the same SecretClass (`tls`) as Keycloak
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<3> Mount this certificate: if the default file is not overwritten, but is mounted to a new file in the same directory, then the certificates should be updated by calling e.g. `update-ca-certificates`
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<4> Ensure python is using the same certificate
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<4> Ensure Python is using the same certificate
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[#endpoints]
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=== Endpoints
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====
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NOTE: The example notebook in the demo will start a distributed Spark cluster, whereby the notebook acts as the driver which spawns a number of executors.
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The driver uses the user-specific <<driver, driver service>> to pass job dependencies to each executor.
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The driver uses the user-specific <<driver, driver service>> to pass dependencies to each executor.
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The Spark versions of these dependencies must be the same on both the driver and executor, or else serialization errors can occur.
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For Java or Scala classes that do not have a specified `serialVersionUID`, one will be calculated at runtime based on the contents of each class (method signatures etc.): if the contents of these class files have been changed, then the UID may differ between driver and executor.
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To avoid this, care needs to be taken to use images for the notebook and the Spark job that are using a common Spark build.
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To avoid this, care needs to be taken to use images for the notebook and Spark that are using a common Spark build.
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== Example Notebook
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